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Pia’s marks in Year 10 assessments are shown - HSC - SSCE Mathematics Standard - Question 5 - 2024 - Paper 1

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Pia’s marks in Year 10 assessments are shown. The scores for each subject were normally distributed. | Subject | Pia's mark | Year 10 mean | Year 10 standard de... show full transcript

Worked Solution & Example Answer:Pia’s marks in Year 10 assessments are shown - HSC - SSCE Mathematics Standard - Question 5 - 2024 - Paper 1

Step 1

Calculate Z-scores for each subject

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Answer

To find out in which subject Pia performed best compared to the rest of Year 10, we will calculate the Z-scores for her marks in each subject. The formula for the Z-score is given by:

Z=(Xμ)σZ = \frac{(X - \mu)}{\sigma}

Where:

  • XX is Pia's mark,
  • μ\mu is the Year 10 mean,
  • σ\sigma is the Year 10 standard deviation.
  1. English:
    ZEnglish=(7866)6=126=2Z_{English} = \frac{(78 - 66)}{6} = \frac{12}{6} = 2

  2. Mathematics:
    ZMathematics=(8071)10=910=0.9Z_{Mathematics} = \frac{(80 - 71)}{10} = \frac{9}{10} = 0.9

  3. Science:
    ZScience=(7770)15=7150.47Z_{Science} = \frac{(77 - 70)}{15} = \frac{7}{15} \approx 0.47

  4. History:
    ZHistory=(8572)9=1391.44Z_{History} = \frac{(85 - 72)}{9} = \frac{13}{9} \approx 1.44

Step 2

Compare Z-scores

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Answer

Now we will compare the calculated Z-scores to identify the best performance:

  • Z-score for English: 2
  • Z-score for Mathematics: 0.9
  • Z-score for Science: 0.47
  • Z-score for History: 1.44

Since Z-scores indicate how many standard deviations a particular score is from the mean, a higher Z-score denotes a better performance relative to peers. Pia performed best in English, as it has the highest Z-score of 2.

Step 3

Answer the question

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Answer

Based on the comparisons, Pia performed best in: A. English

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